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LingOly

Introduced by Andrew M. Bean et al. in LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low-Resource and Extinct Languages10 Jun 2024 archive 2025-07-28

This dataset is a benchmark for complex reasoning abilities in large language models, drawing on United Kingdom Linguistics Olympiad problems which cover a wide range of languages.

Benchmarks archive 2025-07-28

All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Logical Reasoning LingOly Claude Opus Delta_NoContext 28.8% LINGOLY: A Benchmark of Olympiad-Level Linguistic... am-bean/lingOly 11 Compare

Papers archive 2025-07-28

1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 4. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
LINGOLY: A Benchmark of Olympiad-Level Linguistic Reasoning Puzzles in Low-Resource and Extinct Languages 1 11 10 Jun 2024 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)

Dataset loaders archive 2025-07-28

1 loader as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

License archive 2025-07-28

CC-BY-NC-ND

Modalities archive 2025-07-28

Languages archive 2025-07-28

Variants archive 2025-07-28

  • LingOly

1 variant name, as the archive lists them.

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